In both data centers and automobiles deep learning is taking hold. But it is a technique that challenges conventional microprocessors, leading system designers to look at alternative architectures for acceleration.

2016 marks the 20th anniversary of the term Electronic System Level (ESL), introduced by Gary Smith in 1996. Where are we now? And how will developments this year push the frontiers of practical ESL design?

The arrival of the 10nm process will impact the way that designers approach custom and mixed-signal layout. Cadence Design Systems has made changes to its Virtuoso environment that deploy increased automation support and electrically-aware layout to deal with the upcoming issues.

Emulation performance is a key metric in verification. But it is far from being the only consideration. How long it takes to get a design onto a verification platform and aspects such as debug are as important. These factors will control how verification platforms are deployed during a project's life cycle.